Faculty of Science and Information Technology: Recent submissions

  • A web application for Daffodil Alumni 
    Haque, Md. Monimul (Daffodil International University, 2025-01-10)
    The complete results that back up my proposal for "A web application for DIU Alumni" may be seen here. In this article, the techniques utilized to transform the idea into a working website are discussed in depth. This ...
  • E-Commerce BestDeal 
    Mamun, Sabbir Al (Daffodil International University, 2025-01-12)
    In today's world, many products can be bought and sold online. However, entrepreneurs often encounter challenges when trying to sell their products through their own websites. Launching a website can be quite expensive and ...
  • E-commerce Shopping Website 
    Rasul, Gulam (2024-12-12)
    In the digital age, e-commerce platforms have revolutionized how businesses and consumers interact, offering convenience, accessibility, and scalability. This project aims to develop a fully functional e-commerce shopping ...
  • An Iot Based Water Monitoring system 
    Mondal, Arnob Kumar (Daffodil International University, 2025-01-13)
    This project focuses on developing an IoT-based water monitoring system utilising sensors such as the data on water quality is gathered using an ESP32 microcontroller, turbidity sensor, pH sensor, and TDS sensor. By ...
  • A Real-Time Monitoring System for Enhanced Campus Transportation 
    Hossain, Masum Bin (Daffodil International University, 2024-11-12)
    The university's transportation system digitalization will be a significant step forward in campus infrastructure management. Through that, we will improve the university bus transportation system in size, efficiency, ...
  • Link List Predection using Graph Neural Network 
    Apon, Shifat Kamal (Daffodil International University, 2025-01-13)
    In this study, the applications of Graph Neural Networks (GNNs) for link prediction in citation networks have been explored using a dataset called Cora. We can visualize the networks as paper nodes of the graph and the ...
  • Basic Networking Technologies and its Users 
    Samrat, Raufuzzaman (Daffodil International University, 2025-01-10)
    In addition to providing employment agency, consulting, and staffing services, Internal training in business analysis, project management system, the database administration, and the network administration was initiated ...
  • Basic Networking Technologies and its Users 
    Samrat, Raufuzzaman (Daffodil International University, 2025-01-13)
    In addition to providing employment agency, consulting, and staffing services, Internal training in business analysis, project management system, the database administration, and the network administration was initiated ...
  • Insomnia Disease Detection Using Machine Learning 
    Hasan, Rakibul (Daffodil International University, 2025-01-12)
    Insomnia happens to be one common sleep disorder that cuts across many people worldwide. It has left untold suffering in his domains that stretch from physical to mental to emotional health problems. Polysomnography and ...
  • Building Trust In Ai-Driven Skin Disease Diagnosis Through Explainable Ai 
    Nahid, Beniamine Al (Daffodil International University, 2025-01-15)
    This research focuses on developing an AI-based system for skin disease diagnosis that achieves high accuracy while ensuring interpretability and transparency. The proposed system leverages ResNet101 as the backbone model ...
  • A Colab-Integrated Hybrid Model For Effective Ransomware Detection Via Voting Classifier Techniques 
    Eyashin, Md. (Daffodil International University, 2025-01-11)
    Ransomware is a harmful malware that is designed to encrypt a victim's data or lock the victim's system, then demand a ransom for restoration or decrypting the data or unlocking the system, and it often causes significant ...
  • Automating Clinical Note Summarization Using LLM 
    Arafat, Md. Yeasin (Daffodil International University, 2025-01-15)
    The increasing volume of electronic health records (EHR) and the growing complexity of clinical documentation have highlighted the need for efficient and reliable summarization tools. This thesis explores the application ...
  • High-Precision 3D Spleen Segmentation for Surgical Planning Using Deep Learning 
    Turja, K.M. Al Jaziz (Daffodil International University, 2025-01-15)
    Medical imaging has become an indispensable tool in modern healthcare, facilitating accurate visualization of internal anatomical structures for diagnosis, treatment planning, and surgical procedures. Among these, segmentation ...
  • Machine Learning-Based Road Damage Detection: A Comprehensive Review and Comparative Analysis 
    Abir, MD. Ahhashanul Habbib (Daffodil International University, 2025-01-15)
    Finding road damage is essential to maintaining transportation safety, cutting maintenance expenses, and extending the life of infrastructure. Manual surveys and sensor-based systems, two traditional approaches to road ...
  • Design and Implementation of an Automated System for Detecting CSRF Vulnerabilities in Web Applications 
    Rahman, Md. Ashiqur (Daffodil International University, 2025-01-15)
    In the current technical world, there are extensive use of web applications. More confidential information is being handled by web apps. Sensitive data processing web applications face several risks. Hackers are constantly ...
  • Diagnosis of Parkinson's Disease (PD) in Early Stages Through Voice Analysis Using Machine Learning Algorithm 
    Hossain, Sazzad (Daffodil International University, 2025-01-15)
    Parkinson's Disease, a progressive neurodegenerative disorder, is challenging to diagnose at its early stages due to symptom overlap with other conditions and the subtle onset of clinical features. Leveraging vocal ...
  • Enhanced Malicious Email Detection Using Large Language Models and Web-Based URL Scraping 
    Khalil, Ibrahim (Daffodil International University, 2025-01-15)
    This study focuses on enhancing malicious email detection through the integration of spam classification, URL analysis, and content-based risk assessment using large language models (LLMs). Traditional methods often address ...
  • Ensuring Equity In Education: Enhancing Accessibility Of E- Learning Platforms For Targeted Users 
    Mahmud, Asif (Daffodil International University, 2025-01-18)
    In This thesis will find the effectiveness of existing E-Learning platforms, mainly focused on underprivileged learners and the challenges and barriers that low resource learners face in accessing online education. This ...
  • Regional-Speech: A Bengali Speech Recognition Dataset for Benchmarking Models Under Dialect Variation in Puran Dhaka. 
    Rahman, Naimur (Daffodil International University, 2025-01-18)
    Regional dialects of the Bengali language, which is spoken throughout South Asia and among the Bengali diaspora, are influenced by historical, cultural, and geographic factors. Eastern Bengali, Manbhumi, Rangpuri, Varendri, ...
  • A Secure DWT based Approach for Image Steganography to Enhance Embedding Capacity and Robustness 
    Ahmed, Md. Rezone (Daffodil International University, 2025-01-11)
    Image Steganography is one of the essential fields for secure data transmission which hide a secret message inside an array of digital image so that the human examiner cannot perceive it. However, issues such as limited ...

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